pytorch_super_resolution_profiling

Results for input size (1, 1, 224, 224)
Average total time: 20.8514 ms (±2.3814 ms)

Per-node timing:
  Unnamed_Conv_0: 2.2738 ms (±0.7017 ms)
  Unnamed_Relu_1: 3.6214 ms (±0.8733 ms)
  Unnamed_Conv_2: 4.1294 ms (±0.8914 ms)
  Unnamed_Relu_3: 3.8281 ms (±0.9658 ms)
  Unnamed_Conv_4: 3.0111 ms (±0.5850 ms)
  Unnamed_Relu_5: 1.8512 ms (±0.4460 ms)
  Unnamed_Conv_6: 1.5426 ms (±0.3552 ms)
  Unnamed_Reshape_7: 0.0429 ms (±0.0172 ms)
  Unnamed_Transpose_8: 0.0390 ms (±0.0171 ms)
  Unnamed_Reshape_9: 0.5119 ms (±0.0888 ms)
==================================================

Results for input size (1, 1, 448, 448)
Average total time: 80.8414 ms (±8.1403 ms)

Per-node timing:
  Unnamed_Conv_0: 9.4272 ms (±2.4875 ms)
  Unnamed_Relu_1: 15.1094 ms (±3.3334 ms)
  Unnamed_Conv_2: 16.6314 ms (±2.5315 ms)
  Unnamed_Relu_3: 15.7638 ms (±2.8206 ms)
  Unnamed_Conv_4: 10.3326 ms (±1.4482 ms)
  Unnamed_Relu_5: 6.5860 ms (±1.1417 ms)
  Unnamed_Conv_6: 4.8529 ms (±0.9075 ms)
  Unnamed_Reshape_7: 0.0458 ms (±0.0269 ms)
  Unnamed_Transpose_8: 0.0434 ms (±0.0320 ms)
  Unnamed_Reshape_9: 2.0489 ms (±0.5120 ms)
==================================================

Results for input size (1, 1, 896, 896)
Average total time: 320.1996 ms (±23.1588 ms)

Per-node timing:
  Unnamed_Conv_0: 37.8152 ms (±7.0223 ms)
  Unnamed_Relu_1: 59.0336 ms (±7.8340 ms)
  Unnamed_Conv_2: 63.5747 ms (±7.4041 ms)
  Unnamed_Relu_3: 61.2466 ms (±8.7865 ms)
  Unnamed_Conv_4: 43.9117 ms (±2.9282 ms)
  Unnamed_Relu_5: 29.4977 ms (±2.6086 ms)
  Unnamed_Conv_6: 16.9936 ms (±1.8590 ms)
  Unnamed_Reshape_7: 0.0459 ms (±0.0207 ms)
  Unnamed_Transpose_8: 0.0434 ms (±0.0217 ms)
  Unnamed_Reshape_9: 8.0373 ms (±1.6322 ms)
==================================================

Results for input size (4, 1, 224, 224)
Average total time: 81.9850 ms (±12.2737 ms)

Per-node timing:
  Unnamed_Conv_0: 11.2187 ms (±9.4330 ms)
  Unnamed_Relu_1: 15.6701 ms (±5.0105 ms)
  Unnamed_Conv_2: 16.5978 ms (±1.9429 ms)
  Unnamed_Relu_3: 15.5504 ms (±2.3463 ms)
  Unnamed_Conv_4: 10.0693 ms (±1.7685 ms)
  Unnamed_Relu_5: 6.2419 ms (±0.9376 ms)
  Unnamed_Conv_6: 4.6211 ms (±0.7232 ms)
  Unnamed_Reshape_7: 0.0449 ms (±0.0228 ms)
  Unnamed_Transpose_8: 0.0410 ms (±0.0208 ms)
  Unnamed_Reshape_9: 1.9298 ms (±0.2594 ms)
==================================================

Results for input size (8, 1, 224, 224)
Average total time: 161.3553 ms (±9.2460 ms)

Per-node timing:
  Unnamed_Conv_0: 18.7442 ms (±1.8749 ms)
  Unnamed_Relu_1: 30.4730 ms (±3.8503 ms)
  Unnamed_Conv_2: 32.1831 ms (±2.2728 ms)
  Unnamed_Relu_3: 29.3028 ms (±2.5492 ms)
  Unnamed_Conv_4: 22.6137 ms (±2.3496 ms)
  Unnamed_Relu_5: 15.4868 ms (±1.8056 ms)
  Unnamed_Conv_6: 8.5931 ms (±0.8291 ms)
  Unnamed_Reshape_7: 0.0436 ms (±0.0190 ms)
  Unnamed_Transpose_8: 0.0404 ms (±0.0145 ms)
  Unnamed_Reshape_9: 3.8746 ms (±0.5015 ms)
==================================================

Results for input size (16, 1, 224, 224)
Average total time: 317.2862 ms (±19.7206 ms)

Per-node timing:
  Unnamed_Conv_0: 37.6888 ms (±5.8569 ms)
  Unnamed_Relu_1: 58.5183 ms (±6.4676 ms)
  Unnamed_Conv_2: 62.6761 ms (±6.7784 ms)
  Unnamed_Relu_3: 60.3894 ms (±7.6929 ms)
  Unnamed_Conv_4: 44.4670 ms (±4.6815 ms)
  Unnamed_Relu_5: 29.2179 ms (±3.3346 ms)
  Unnamed_Conv_6: 16.5021 ms (±2.1628 ms)
  Unnamed_Reshape_7: 0.0441 ms (±0.0269 ms)
  Unnamed_Transpose_8: 0.0369 ms (±0.0129 ms)
  Unnamed_Reshape_9: 7.7456 ms (±0.9961 ms)
==================================================